10,000 sellers. 10,000 ways to describe the same product. One search bar that actually works.
Beam normalizes chaotic seller data into a unified, searchable catalog — consistent categories, clean attributes, and discovery that works across every listing, from every seller.
Enrichment
What Beam adds for Marketplace Platforms
Three layers of AI analysis turn every listing into a rich knowledge node — structured, contextual, and discoverable.
Catalog Normalization
One seller says "headphones." Another says "earbuds." A third says "audio accessories." Beam maps them all to a single, consistent taxonomy — automatically, at scale.
Quality & Trust Signals
Beam scores every listing for completeness, image quality, and description accuracy — surfacing the best representations and flagging junk before it reaches your search index.
Unified Discovery
Beam creates one search vocabulary across your entire fragmented catalog — so a buyer's query finds the best result regardless of how each seller chose to describe it.
Search
Same query. Wildly different results.
See what happens when search understands intent, not just keywords.
Wireless Earbuds Bluetooth 5.0 Noise Cancel BEST
Keyword-stuffed title, no bass or fitness info
Bass Guitar Wireless Transmitter
Matched on "wireless" and "bass" — wrong product
Workout Resistance Bands Set
Matched on "working out" — not audio
JBL Endurance Race — True Wireless Sport Earbuds
Audio: bass-forward EQ, IP67 sweat-proof, ear hooks
Beats Fit Pro — Active Noise Cancelling
Profile: punchy bass, secure wingtip fit, gym-rated
Anker Soundcore Sport X10 — Deep Bass, IPX7
Budget pick: bass boost mode, rotatable ear hooks, $49
Benefits
Why Marketplace Platforms teams choose Beam
From enrichment to discovery, Beam solves the problems that keep your products invisible.
Seller Data Normalization
Your sellers write listings like ransom notes — inconsistent categories, keyword-stuffed titles, missing attributes. Beam cleans it all into a structured, queryable catalog without changing a single seller workflow.
Consistent Search Quality
Whether a listing was written by a professional brand or a first-time seller, Beam ensures the search experience is the same. Best result wins, not best-written listing.
Reduced Listing Duplication
When 50 sellers list the same product with 50 different titles, buyers see noise. Beam detects duplicates, clusters variants, and surfaces the highest-quality representation.
AI Agent Marketplace Access
AI shopping assistants need clean data to recommend products. Your normalized, enriched catalog becomes the structured feed that agents can actually reason over — messy listings get skipped.
One catalog. One search. Zero chaos.
Join marketplace platforms already using Beam to turn seller chaos into structured, AI-ready product knowledge.